3 papers
stat.AP2019
Bayesian Inference of a Finite Population Mean Under Length-Biased Sampling
Zhiqing Xu, Balgobin Nandram, Binod Manandhar
We present a robust Bayesian method to analyze forestry data when samples are selected with probability proportional to length from a finite population of unknown size. Specificall…
stat.ME2018
Bayesian Logistic Regression for Small Areas with Numerous Households
Balgobin Nandram, Lu Chen, Shuting Fu +1
We analyze binary data, available for a relatively large number (big data) of families (or households), which are within small areas, from a population-based survey. Inference is r…
stat.ME2018
Bayesian Predictive Inference For Finite Population Quantities Under Informative Sampling
Junheng Ma, Joe Sedransk, Balgobin Nandram +1
We investigate Bayesian predictive inference for finite population quantities when there are unequal probabilities of selection. Only limited information about the sample design is…